“Infrastructure as code”

Security audit, hardening, threat modeling (STRIDE/PASTA), Red/Blue Team, OWASP checks, code review, incident response, and infrastructure security for any…

Perform comprehensive codebase structure analysis as a Senior System Architect.

Convert research infrastructure papers into design pattern guides.

WHAT — Create polished dark-themed architecture diagrams as self-contained HTML+SVG files (inline SVG, CSS styling, PNG/PDF export toolbar).

Audit an existing project against the standard structure and report gaps.

Render a PNG image of an atomic structure (rotation, DPI controllable) using ASE + matplotlib.

Verify infrastructure readiness before launching benchmark runs — tokens, Docker, disk, credentials.

Convert dataset and benchmark papers into evaluation infrastructure skills.

系统运维助手 - 专业的生产环境运维与稳定性保障专家。适用场景：(1) 系统监控方案设计与告警策略制定，(2) 生产故障诊断与排查（宕机、性能下降、服务不可用），(3) 系统性能优化与瓶颈分析，(4) 容量规划与资源扩容评估，(5) 运维自动化脚本与流程设计，(6) 运维报告与SLA分析，(7)…

Create polished image assets by authoring the visual itself in code.

Defines how skills are structured, authored, and referenced in this plugin.

Identifies security vulnerabilities, generates structured audit reports with severity ratings, and provides actionable remediation guidance.

Inspect Terraform configuration related to AKS infrastructure, including clusters, node pools, identities, networking, storage, Key Vault integration, and…

Manage AWS infrastructure (CloudFormation, Cloud Control API, ECS, EKS, Serverless) without MCP.

Check infrastructure readiness, manage MCP tools, and audit system dependencies.

Cloudflare platform router - Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, AI Gateway), feature flags, networking, security, and…

Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), feature flags (Flagship)…

Deep performance-optimization audit using parallel specialist agents.

Run pre-deploy, post-deploy, post-destroy, code-commit, and production-readiness checklists for Hetzner Cloud infrastructure managed with Pulumi TypeScript.

Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd)…

Plan and execute Azure deployments safely and repeatably for applications and infrastructure.

Prepares founders for all corporate structure and governance questions from investors.

Scientific programming best practices including reproducible research, computational notebooks, version control for research, data management, HPC/parallel…

Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction.